Shumin Ma

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 14

Top Topics

Transfer Learning

Extractive Summarization

Control Strategy

Domain Adaptation

Top Venues

Publications

Xin Shen, Wai Lam, Shumin Ma, Huadong Wang
Joint learning of text alignment and abstractive summarization for long documents via unbalanced optimal transport. Nat. Lang. Eng. 30 (3) (2024)
Shumin Ma, Zhiri Yuan, Qi Wu, Yiyan Huang, Xixu Hu, Cheuk Hang Leung, Dongdong Wang, Zhixiang Huang
Deep into The Domain Shift: Transfer Learning through Dependence Regularization. CoRR (2023)
Yiyan Huang, Cheuk Hang Leung, Shumin Ma, Zhiri Yuan, Qi Wu, Siyi Wang, Dongdong Wang, Zhixiang Huang
Towards Balanced Representation Learning for Credit Policy Evaluation. AISTATS (2023)
Yu Xie, Shumin Ma, Yue He, Yonghui Cao, Yong Cao, Qiaogao Huang
Saturation Function and Rule Library-Based Control Strategy for Obstacle Avoidance of Robot Manta. ICCSIP (2022)
Yiyan Huang, Cheuk Hang Leung, Qi Wu, Xing Yan, Shumin Ma, Zhiri Yuan, Dongdong Wang, Zhixiang Huang
Robust Causal Learning for the Estimation of Average Treatment Effects. IJCNN (2022)
Shumin Ma, Yu Xie, Yingzhuo Cao, Yue He, Yonghui Cao, Yong Cao, Qiaogao Huang
NSGA-II Optimization-Based CPG Phase Transition Control Method of Manta Ray Robot. ICCSIP (2022)
Yiyan Huang, Cheuk Hang Leung, Shumin Ma, Qi Wu, Dongdong Wang, Zhixiang Huang
Moderately-Balanced Representation Learning for Treatment Effects with Orthogonality Information. PRICAI (2) (2022)
Zhiri Yuan, Xixu Hu, Qi Wu, Shumin Ma, Cheuk Hang Leung, Xin Shen, Yiyan Huang
A Unified Domain Adaptation Framework with Distinctive Divergence Analysis. Trans. Mach. Learn. Res. 2022 (2022)
Yiyan Huang, Cheuk Hang Leung, Shumin Ma, Qi Wu, Dongdong Wang, Zhixiang Huang
Moderately-Balanced Representation Learning for Treatment Effects with Orthogonality Information. CoRR (2022)
Shumin Ma, Xiangning Lin, Zhengtian Li, Neng Jin, Zirui Rong, Peifu Zhang, Haibo Xu
A System-Level Suppression Method for DC Bias Based on Reverse Unbalanced Currents in the Same Transmission Section. IEEE Access 9 (2021)
Shumin Ma, Xiangning Lin, Zhengtian Li, Neng Jin, Zirui Rong, Peifu Zhang, Haibo Xu
A Novel DC Bias Suppression Method Considering the Cooperation of Multiple Devices. IEEE Access 9 (2021)
Shumin Ma, Cheuk Hang Leung, Qi Wu, Wei Liu, Nanbo Peng
Understanding distributional ambiguity via non-robust chance constraint. ICAIF (2020)
Qi Wu, Shumin Ma, Cheuk Hang Leung, Wei Liu
Understanding Distributional Ambiguity via Non-robust Chance Constraint. CoRR (2019)
Hui Guo, Di Wu, Lei Fa, Shunxiang Pei, Xuebing Xin, Shumin Ma, Sha Wu, Shiwei Dong
Ecological Footprint Model of Cultivated Land Based on Ecosystem Services in Beijing. CCTA (1) (2017)